CRAN/E | hdflex

hdflex

High-Dimensional Aggregate Density Forecasts

Installation

About

Provides a forecasting method that maps vast numbers of (scalar-valued) signals of any type into an aggregate density forecast in a time-varying and computationally fast manner. The method proceeds in two steps: First, it transforms a predictive signal into a density forecast. Second, it combines the generated candidate density forecasts into an ultimate density forecast. The methods are explained in detail in Adaemmer et al. (2023) doi:10.2139/ssrn.4342487.

Key Metrics

Version 0.2.1
R ≥ 4.3.0
Published 2024-02-29 201 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks hdflex results

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Maintainer

Maintainer

Sven Lehmann

Authors

Sven Lehmann

aut / cre / cph

Philipp Adämmer

aut

Rainer Schüssler

aut

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

hdflex archive

Depends

R ≥ 4.3.0

Imports

checkmate ≥ 2.3.1
dplyr ≥ 1.1.4
parallel ≥ 4.3.0
Rcpp
roll ≥ 1.1.6
stats ≥ 4.3.0
stringr ≥ 1.5.1

Suggests

testthat ≥ 3.2.1

LinkingTo

Rcpp
RcppArmadillo